| Description |
1 online resource (712 p.) |
| Series |
Lecture notes in computer science ; 13708 |
|
Lecture notes in computer science ; 13708.
|
| Contents |
Supercomputer Simulation -- A time-parallel ordinary differential equation solver with an adaptive step size: performance assessment -- Analysis and elimination of bottlenecks in parallel algorithm for solving global optimization problems -- Analysis of Parallel Algorithm Efficiency for Numerical Solution of Mass Transfer Problem in Fractured-Porous Reservoir -- Black-Scholes Option Pricing on Intel CPUs and GPUs: Implementation on SYCL and Optimization Techniques -- CFD Simulations on Hybrid Supercomputers: Gaining Experience and Harvesting Problems -- Development of Web Environment for Modeling the Processes of Macroscopic and Microscopic Levels for Solving Conjugate Problems of Heat and Mass Transfer -- Distributed Parallel Bootstrap Adaptive Algebraic Multigrid Method -- GPU-based Algorithm for Numerical Simulation of CO2 Sorption -- Heterogeneous Computing Systems in Problems of Modeling Filaments Formation and Pre-stellar Objects -- High-Performance Computing in Solving the Electron Correlation Problem -- Implementation of Discrete Element Method to the Simulation of Solid Materials Fracturing -- Information Entropy Initialized Concrete Autoencoder for Optimal Sensor Placement and Reconstruction of Geophysical Fields -- Microwave Radiometric Mapping of Broken Cumulus Cloud Fields from Space: Numerical Simulations -- Parallel Computations by the Grid-Characteristic Method on Chimer Computational Grids in 3D Problems of Railway Non-Destructive Testing -- Parallel Computing in Solving the Problem of Interval Multicriteria Optimization in Chemical Kinetics -- Parallel Efficiency of Monolithic and Fixed-strain Solution Strategies for Poroelasticity Problems -- Parallel Implementation of Fast 3D Travel Time Tomography for Depth-velocity Model Building in Seismic Exploration Problems -- Parallel Implementation of Multioperators-Based Scheme of the 16-th Order for Three-Dimensional Calculation of the Jet Flows -- Parallel Implementation of the Seismic Sources Recovery in Randomly Heterogeneous Media -- Performance Analysis of GPU-Based Code for Complex Plasma Simulation -- Performance Analysis of GPU-Based Code for Complex Plasma Simulation -- Quasi-one-dimensional Polarized Superfluids: a DMRG Study -- Sintering Simulation Using GPU-based Algorithm for the Samples with a Large Number of Grains -- Software Package for High-performance Computations in Airframe Assembly Modeling -- State-of-the-Art Molecular Dynamics Packages for GPU Computations: Performance, Scalability and Limitations -- Supercomputer Simulations of Turbomachinery Problems with Higher Accuracy on Unstructured Meshes -- Validation of Quantum-chemical Methods with the New COSMO2 Solvent Model -- HPC, BigData, AI: Architectures, Technologies, Tools -- Data-based Choice of the Training Dataset for the Numerical Dispersion Mitigation Neural Network -- Deep Machine Learning Investigation of Phase Transitions -- Educational and Research Project Optimization of the Sugar Beet Processing Schedule -- Evaluation of the Angara Interconnect Prototype TCP/IP Software Stack: Implementation, Basic Tests and BeeGFS Benchmarks -- Fast Parallel Bellman-Ford-Moore Algorithm Implementation for Small Graphs -- Fast Parallel Bellman-Ford-Moore Algorithm Implementation for Small Graphs -- Overhead Analysis for Performance Monitoring Counters Multiplexing -- Regularization Approach for Accelerating Neural Architecture Search -- RICSR: A Modified CSR Format for Storing Sparse Matrices -- Root Causing MPI Workloads Imbalance Issues via Scalable MPI Critical Path Analysis -- Rust Language for GPU Programming -- Study of Scheduling Approaches for Batch Processing in Big Data Cluster -- System for Collecting Statistics on Power Consumption of Supercomputer Applications -- Teaching Advanced AI Development Techniques With a New Masters Program in Artificial Intelligence Engineering -- Teragraph Heterogeneous System for Ultra-Large Graph Processing -- Towards OpenUCX and GPUDirect Technology Support for the Angara Interconnect -- Wiki Representation and Analysis of Knowledge about Algorithms -- Distributed and Cloud Computing -- BOINC-based Volunteer Computing Projects: Dynamics and Statistics -- Desktop Grid as a Service concept -- Distributed Computing for Gene Network Expansion in R Environment -- Distributed Simulation of Supercomputer Model with Heavy Tails -- Ensuring Data Integrity Using Merkle Trees in Desktop Grid Systems -- Ensuring Data Integrity Using Merkle Trees in Desktop Grid Systems -- Optimization of the Workflow in a BOINC-Based Desktop Grid for Virtual Drug Screening |
| Summary |
This book constitutes the refereed proceedings of the 8th Russian Supercomputing Days on Supercomputing, RuSCDays 2022, which took place in Moscow, Russia, in September 2022. The 49 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: Supercomputer Simulation; HPC, BigData, AI: Architectures, Technologies, Tools; Distributed and Cloud Computing |
| Notes |
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed January 4, 2023) |
| Subject |
Supercomputers -- Congresses
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High performance computing -- Congresses
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High performance computing
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Supercomputers
|
| Genre/Form |
proceedings (reports)
|
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Voevodin, Vladimir.
|
|
Sobolev, Sergey.
|
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Yakobovskiy, Mikhail
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Shagaliev, Rashit
|
| ISBN |
9783031229411 |
|
303122941X |
|
